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Improving Latent Dirichlet Allocation: On Reliability of the Novel Method LDAPrototype

A large number of applications in text data analysis use the Latent Dirichlet Allocation (LDA) as one of the most popular methods in topic modeling. Although the instability of the LDA is mentioned sometimes, it is usually not considered systematically. Instead, an LDA is often selected from a small...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Natural Language Processing and Information Systems
Egile Nagusiak: Rieger, Jonas, Rahnenführer, Jörg, Jentsch, Carsten
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2020
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC7298183/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-51310-8_11
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